Leo Grinsztajn

3 papers · 2022–2024 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (8) ❓ The Questioner

Conferences

NIPS (2) ICML (1)

Top co-authors

Gael Varoquaux (2) Ingo Steinwart (1) Myung Jun Kim (1) David Holzmüller (1) Edouard Oyallon (1)

Keywords

tabular datum (2) gradient boosting (1) hyperparameter tuning (1) multilayer perceptron (1) gradient boosted tree (1) hyperparameter search (1) tree-based model (1) deep learning (1) random forest (1)

Papers

Better by default: Strong pre-tuned MLPs and boosted trees on tabular data NIPS 2024

CARTE: Pretraining and Transfer for Tabular Learning ICML 2024

Why do tree-based models still outperform deep learning on typical tabular data? NIPS 2022